{"id":424067,"date":"2023-07-25T19:47:00","date_gmt":"2023-07-25T22:47:00","guid":{"rendered":"https:\/\/www.ovigilanteonline.com.br\/site\/?p=424067"},"modified":"2023-07-28T08:06:36","modified_gmt":"2023-07-28T11:06:36","slug":"mestrado-do-cefet-mg-tem-sua-primeira-dissertacao-defendida-em-leopoldina","status":"publish","type":"post","link":"https:\/\/www.ovigilanteonline.com.br\/site\/2023\/07\/25\/mestrado-do-cefet-mg-tem-sua-primeira-dissertacao-defendida-em-leopoldina\/","title":{"rendered":"Mestrado do CEFET-MG tem sua primeira disserta\u00e7\u00e3o defendida em Leopoldina"},"content":{"rendered":"\n<h3 class=\"wp-block-heading\"><em>Pesquisador desenvolveu um modelo de predi\u00e7\u00e3o para controle dimensional no processo de fabrica\u00e7\u00e3o de carca\u00e7as de mancais; resultado foi gerado pela intera\u00e7\u00e3o da ind\u00fastria e do meio acad\u00eamico<\/em><\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">A primeira defesa de disserta\u00e7\u00e3o do Programa de P\u00f3s-Gradua\u00e7\u00e3o em Automa\u00e7\u00e3o em Sistemas (PPGAS) do CEFET-MG aconteceu em julho, no campus Leopoldina. <\/p>\n\n\n\n<p class=\"wp-block-paragraph\">O trabalho \u201cModelo preditivo baseado em \u00e1rvore de decis\u00e3o para controle dimensional de carca\u00e7as de mancais de deslizamento flangeados\u201d foi apresentado pelo agora mestre Rafael Gon\u00e7alves, com a orienta\u00e7\u00e3o da professora Gabriella Dalpra e coorienta\u00e7\u00e3o do professor Alisson Marques. <\/p><div id=\"ovigi-2907657878\" class=\"ovigi-conteudo_2-3 ovigi-entity-placement\"><script async src=\"\/\/pagead2.googlesyndication.com\/pagead\/js\/adsbygoogle.js?client=ca-pub-4068173061741521\" crossorigin=\"anonymous\"><\/script><ins class=\"adsbygoogle\" style=\"display:block; text-align:center;\" data-ad-client=\"ca-pub-4068173061741521\" \ndata-ad-slot=\"6460393376\" \ndata-ad-layout=\"in-article\"\ndata-ad-format=\"fluid\"><\/ins>\n<script> \n(adsbygoogle = window.adsbygoogle || []).push({}); \n<\/script>\n<\/div><div id=\"ovigi-4163193334\" class=\"ovigi-conteudo_2-2 ovigi-entity-placement\"><script async src=\"\/\/pagead2.googlesyndication.com\/pagead\/js\/adsbygoogle.js?client=ca-pub-4068173061741521\" crossorigin=\"anonymous\"><\/script><ins class=\"adsbygoogle\" style=\"display:block; text-align:center;\" data-ad-client=\"ca-pub-4068173061741521\" \ndata-ad-slot=\"6460393376\" \ndata-ad-layout=\"in-article\"\ndata-ad-format=\"fluid\"><\/ins>\n<script> \n(adsbygoogle = window.adsbygoogle || []).push({}); \n<\/script>\n<\/div><div id=\"ovigi-1135099372\" class=\"ovigi-conteudo_2 ovigi-entity-placement\"><script async src=\"\/\/pagead2.googlesyndication.com\/pagead\/js\/adsbygoogle.js?client=ca-pub-4068173061741521\" crossorigin=\"anonymous\"><\/script><ins class=\"adsbygoogle\" style=\"display:block; text-align:center;\" data-ad-client=\"ca-pub-4068173061741521\" \ndata-ad-slot=\"6460393376\" \ndata-ad-layout=\"in-article\"\ndata-ad-format=\"fluid\"><\/ins>\n<script> \n(adsbygoogle = window.adsbygoogle || []).push({}); \n<\/script>\n<\/div><div id=\"ovigi-1742804732\" class=\"ovigi-conteudo_2-4 ovigi-entity-placement\"><script async src=\"\/\/pagead2.googlesyndication.com\/pagead\/js\/adsbygoogle.js?client=ca-pub-4068173061741521\" crossorigin=\"anonymous\"><\/script><ins class=\"adsbygoogle\" style=\"display:block; text-align:center;\" data-ad-client=\"ca-pub-4068173061741521\" \ndata-ad-slot=\"6460393376\" \ndata-ad-layout=\"in-article\"\ndata-ad-format=\"fluid\"><\/ins>\n<script> \n(adsbygoogle = window.adsbygoogle || []).push({}); \n<\/script>\n<\/div>\n\n\n\n\n\n<p class=\"wp-block-paragraph\">Os mancais de deslizamentos s\u00e3o empregados na ind\u00fastria em motores el\u00e9tricos, geradores el\u00e9tricos, redutores, turbinas a vapor e outros; eles amortecem grande parte das vibra\u00e7\u00f5es, choques e ru\u00eddos.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Pensando em otimizar a produ\u00e7\u00e3o, o pesquisador desenvolveu um modelo de predi\u00e7\u00e3o (fun\u00e7\u00e3o matem\u00e1tica) baseado em \u00e1rvore de decis\u00e3o para controle dimensional no processo de fabrica\u00e7\u00e3o de carca\u00e7as de mancais (elementos de m\u00e1quina que atua como um apoio fixo para a transmiss\u00e3o mec\u00e2nica) de deslizamento flangeados. <\/p>\n\n\n\n<p class=\"wp-block-paragraph\">O caminho para a implementa\u00e7\u00e3o do modelo preditivo na linha de produ\u00e7\u00e3o baseia-se na intera\u00e7\u00e3o entre a experi\u00eancia humana e a m\u00e1quina. A proposta de Rafael \u00e9 o uso da t\u00e9cnica de aprendizado de m\u00e1quina baseada em \u00e1rvores de decis\u00e3o por regress\u00e3o, para defini\u00e7\u00e3o dos par\u00e2metros de deslocamento dos eixos do centro de usinagem a partir dos resultados dimensionais das carca\u00e7as. \u00c1rvore de decis\u00e3o \u00e9 uma representa\u00e7\u00e3o de uma tabela de decis\u00e3o sob a forma de \u00e1rvore.<\/p>\n\n\n<div id=\"ovigi-2371371066\">\r\n<p class=\"has-text-align-center has-small-font-size wp-block-paragraph\">continua depois da publicidade<\/p>\r\n\r\n\r\n\r\n<hr class=\"wp-block-separator has-alpha-channel-opacity is-style-wide\"\/>\r\n\r\n\r\n\r\n<div class=\"wp-block-columns is-layout-flex wp-container-core-columns-is-layout-8f761849 wp-block-columns-is-layout-flex\">\r\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\">\r\n<figure class=\"wp-block-image size-full is-resized\"><a href=\"https:\/\/www.instagram.com\/unimedleopoldina241\/\" target=\"_blank\" rel=\" noreferrer noopener\"><img loading=\"lazy\" width=\"300\" height=\"300\" decoding=\"async\" src=\"https:\/\/www.ovigilanteonline.com.br\/site\/wp-content\/uploads\/2026\/07\/image-87.png\" alt=\"\" class=\"wp-image-455236\" style=\"width:402px;height:auto\" srcset=\"https:\/\/www.ovigilanteonline.com.br\/site\/wp-content\/uploads\/2026\/07\/image-87.png 300w, https:\/\/www.ovigilanteonline.com.br\/site\/wp-content\/uploads\/2026\/07\/image-87-150x150.png 150w\" sizes=\"auto, (max-width: 300px) 100vw, 300px\" \/><\/a><\/figure>\r\n<\/div>\r\n\r\n\r\n\r\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\">\r\n<figure class=\"wp-block-image size-full\"><a href=\"https:\/\/www.instagram.com\/estancialeopoldina\/\" target=\"_blank\" rel=\" noreferrer noopener\"><img loading=\"lazy\" width=\"1000\" height=\"1000\" decoding=\"async\" src=\"https:\/\/www.ovigilanteonline.com.br\/site\/wp-content\/uploads\/2026\/05\/WhatsApp-Image-2026-05-21-at-15.22.20.jpeg\" alt=\"\" class=\"wp-image-453120\" srcset=\"https:\/\/www.ovigilanteonline.com.br\/site\/wp-content\/uploads\/2026\/05\/WhatsApp-Image-2026-05-21-at-15.22.20.jpeg 1000w, https:\/\/www.ovigilanteonline.com.br\/site\/wp-content\/uploads\/2026\/05\/WhatsApp-Image-2026-05-21-at-15.22.20-300x300.jpeg 300w, https:\/\/www.ovigilanteonline.com.br\/site\/wp-content\/uploads\/2026\/05\/WhatsApp-Image-2026-05-21-at-15.22.20-150x150.jpeg 150w, https:\/\/www.ovigilanteonline.com.br\/site\/wp-content\/uploads\/2026\/05\/WhatsApp-Image-2026-05-21-at-15.22.20-768x768.jpeg 768w, https:\/\/www.ovigilanteonline.com.br\/site\/wp-content\/uploads\/2026\/05\/WhatsApp-Image-2026-05-21-at-15.22.20-600x600.jpeg 600w\" sizes=\"auto, (max-width: 1000px) 100vw, 1000px\" \/><\/a><\/figure>\r\n<\/div>\r\n<\/div>\r\n\r\n\r\n\r\n<hr class=\"wp-block-separator has-alpha-channel-opacity is-style-wide\"\/>\r\n<\/div>\n\n\n<p class=\"wp-block-paragraph\">Para Rafael, a import\u00e2ncia de ter a primeira disserta\u00e7\u00e3o defendida no PPGAS est\u00e1 no resultado do trabalho que foi gerado pela intera\u00e7\u00e3o entre a ind\u00fastria e o meio acad\u00eamico. \u201cFoi desenvolvido um projeto real, da ind\u00fastria em um programa de mestrado. E esse excelente resultado do projeto vai gerar na Zona da Mata Mineira um ambiente inspirador para que outros pesquisadores, profissionais possam desenvolver outros projetos de inova\u00e7\u00e3o\u201d, destaca.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>Jornal O Vigilante Online com CEFET-MG<\/strong><\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity is-style-wide\"\/>\n\n\n<div class=\"ultp-not-found-message\" role=\"alert\">No Post Found<\/div>\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n<div id=\"ovigi-164638734\"><a href=\"https:\/\/www.instagram.com\/cartosolarmg\/\" target=\"_blank\" aria-label=\"carto solar\"><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/www.ovigilanteonline.com.br\/site\/wp-content\/uploads\/2023\/05\/carto-solar-2-jpg.webp\" alt=\"\"  srcset=\"https:\/\/www.ovigilanteonline.com.br\/site\/wp-content\/uploads\/2023\/05\/carto-solar-2-jpg.webp 900w, https:\/\/www.ovigilanteonline.com.br\/site\/wp-content\/uploads\/2023\/05\/carto-solar-2-300x121.webp 300w, https:\/\/www.ovigilanteonline.com.br\/site\/wp-content\/uploads\/2023\/05\/carto-solar-2-768x311.webp 768w, https:\/\/www.ovigilanteonline.com.br\/site\/wp-content\/uploads\/2023\/05\/carto-solar-2-600x243.webp 600w\" sizes=\"auto, (max-width: 900px) 100vw, 900px\" width=\"900\" height=\"364\"   \/><\/a><\/div>\n\n<div  class=\"ultp-post-grid-block wp-block-ultimate-post-post-grid-1 ultp-block-24b97b  \"><div class=\"ultp-block-wrapper\" ><div class=\"ultp-loading\"><div class=\"ultp-loading-blocks\" style=\"width:100%;height:100%;\"><div style=\"left: 0;top: 0;animation-delay:0s;\"><\/div><div style=\"left: 21px;top: 0;animation-delay:0.125s;\"><\/div><div style=\"left: 42px;top: 0;animation-delay:0.25s;\"><\/div><div style=\"left: 0;top: 21px;animation-delay:0.875s;\"><\/div><div style=\"left: 42px;top: 21px;animation-delay:0.375s;\"><\/div><div style=\"left: 0;top: 42px;animation-delay:0.75s;\"><\/div><div style=\"left: 42px;top: 42px;animation-delay:0.625s;\"><\/div><div style=\"left: 21px;top: 42px;animation-delay:0.5s;\"><\/div><\/div><\/div><div class=\"ultp-heading-filter\"><div class=\"ultp-heading-filter-in\"><div class=\"ultp-heading-wrap ultp-heading-style1 ultp-heading-left\"><h2 class=\"ultp-heading-inner\"><a href=\"https:\/\/www.ovigilanteonline.com.br\/site\/\" ><span>Mais not\u00edcias &gt;&gt;<\/span><\/a><\/h2><\/div><\/div><\/div><div class=\"ultp-block-items-wrap ultp-block-row ultp-pg1a-style1 ultp-grid1-responsive ultp-block-column-2 1 ultp-xs-column-1 ultp-layout1\"><div class=\"ultp-block-item post-id-456203\"><div class=\"ultp-block-content-wrap\"><div class=\"ultp-block-image ultp-block-image-opacity\"><a href=\"https:\/\/www.ovigilanteonline.com.br\/site\/2026\/08\/22\/homem-e-preso-pela-gcm-apos-furtar-peca-de-picanha-de-comercio-em-leopoldina\/\" ><img decoding=\"async\"  class=\"ultp-block-image-content\"  alt=\"Homem \u00e9 preso pela GCM ap\u00f3s furtar pe\u00e7a de picanha de com\u00e9rcio em Leopoldina\"  src=\"https:\/\/www.ovigilanteonline.com.br\/site\/wp-content\/uploads\/2025\/10\/gcm-viatura-1-768x490.jpeg\" \/><\/a><\/div><div class=\"ultp-block-content\"><h3 class=\"ultp-block-title \"><a href=\"https:\/\/www.ovigilanteonline.com.br\/site\/2026\/08\/22\/homem-e-preso-pela-gcm-apos-furtar-peca-de-picanha-de-comercio-em-leopoldina\/\" >Homem \u00e9 preso pela GCM ap\u00f3s furtar pe\u00e7a de picanha de com\u00e9rcio em Leopoldina<\/a><\/h3><div class=\"ultp-block-meta ultp-block-meta-dot ultp-block-meta-icon\"><\/div><\/div><\/div><\/div><div class=\"ultp-block-item post-id-456132\"><div class=\"ultp-block-content-wrap\"><div class=\"ultp-block-image ultp-block-image-opacity\"><a href=\"https:\/\/www.ovigilanteonline.com.br\/site\/2026\/08\/20\/leopoldinense-emilly-lucas-e-convocada-para-o-mundial-feminino-sub-20-com-a-selecao-brasileira-na-polonia\/\" ><img decoding=\"async\"  class=\"ultp-block-image-content\"  alt=\"Leopoldinense Emilly Lucas \u00e9 convocada para o Mundial Feminino Sub-20 com a Sele\u00e7\u00e3o Brasileira na Pol\u00f4nia\"  src=\"https:\/\/www.ovigilanteonline.com.br\/site\/wp-content\/uploads\/2026\/08\/65656565-768x582.jpg\" \/><\/a><\/div><div class=\"ultp-block-content\"><h3 class=\"ultp-block-title \"><a href=\"https:\/\/www.ovigilanteonline.com.br\/site\/2026\/08\/20\/leopoldinense-emilly-lucas-e-convocada-para-o-mundial-feminino-sub-20-com-a-selecao-brasileira-na-polonia\/\" >Leopoldinense Emilly Lucas \u00e9 convocada para o Mundial Feminino Sub-20 com a Sele\u00e7\u00e3o Brasileira na Pol\u00f4nia<\/a><\/h3><div class=\"ultp-block-meta ultp-block-meta-dot ultp-block-meta-icon\"><\/div><\/div><\/div><\/div><div class=\"ultp-block-item post-id-456077\"><div class=\"ultp-block-content-wrap\"><div class=\"ultp-block-image ultp-block-image-opacity\"><a href=\"https:\/\/www.ovigilanteonline.com.br\/site\/2026\/08\/20\/moradora-de-leopoldina-busca-ajuda-para-realizar-segunda-cirurgia-apos-fratura-na-tibia-e-fibula\/\" ><img decoding=\"async\"  class=\"ultp-block-image-content\"  alt=\"Moradora de Leopoldina busca ajuda para realizar segunda cirurgia ap\u00f3s fratura na t\u00edbia e f\u00edbula\"  src=\"https:\/\/www.ovigilanteonline.com.br\/site\/wp-content\/uploads\/2026\/08\/WhatsApp-Image-2026-08-19-at-13.47-horz-768x476.jpg\" \/><\/a><\/div><div class=\"ultp-block-content\"><h3 class=\"ultp-block-title \"><a href=\"https:\/\/www.ovigilanteonline.com.br\/site\/2026\/08\/20\/moradora-de-leopoldina-busca-ajuda-para-realizar-segunda-cirurgia-apos-fratura-na-tibia-e-fibula\/\" >Moradora de Leopoldina busca ajuda para realizar segunda cirurgia ap\u00f3s fratura na t\u00edbia e f\u00edbula<\/a><\/h3><div class=\"ultp-block-meta ultp-block-meta-dot ultp-block-meta-icon\"><\/div><\/div><\/div><\/div><div class=\"ultp-block-item post-id-456080\"><div class=\"ultp-block-content-wrap\"><div class=\"ultp-block-image ultp-block-image-opacity\"><a href=\"https:\/\/www.ovigilanteonline.com.br\/site\/2026\/08\/19\/coluna-click-destaque-com-serginho-franca-19-de-agosto-de-2026\/\" ><img decoding=\"async\"  class=\"ultp-block-image-content\"  alt=\"Coluna \u2018Click &amp; Destaque\u2019 com Serginho Fran\u00e7a | 19 de Agosto de 2026\"  src=\"https:\/\/www.ovigilanteonline.com.br\/site\/wp-content\/uploads\/2026\/08\/capa-ser-768x432.jpg\" \/><\/a><\/div><div class=\"ultp-block-content\"><h3 class=\"ultp-block-title \"><a href=\"https:\/\/www.ovigilanteonline.com.br\/site\/2026\/08\/19\/coluna-click-destaque-com-serginho-franca-19-de-agosto-de-2026\/\" >Coluna \u2018Click &amp; Destaque\u2019 com Serginho Fran\u00e7a | 19 de Agosto de 2026<\/a><\/h3><div class=\"ultp-block-meta ultp-block-meta-dot ultp-block-meta-icon\"><\/div><\/div><\/div><\/div><\/div><\/div><div class=\"pagination-block-html\" aria-hidden=\"true\" style=\"display: none;\"><\/div><\/div>","protected":false},"excerpt":{"rendered":"<p>A proposta de Rafael \u00e9 o uso da t\u00e9cnica de aprendizado de m\u00e1quina baseada em \u00e1rvores de decis\u00e3o por regress\u00e3o, para defini\u00e7\u00e3o dos <\/p>\n","protected":false},"author":2,"featured_media":424068,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[13,17,11,26],"tags":[],"class_list":["post-424067","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-cidade","category-geral","category-leopoldina","category-ultimas-noticias"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v28.2 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Mestrado do CEFET-MG tem sua primeira disserta\u00e7\u00e3o defendida em Leopoldina<\/title>\n<meta name=\"description\" content=\"A proposta de Rafael \u00e9 o uso da t\u00e9cnica de 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